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                        课程简介
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                            <b>1.</b>
                        
                        项目介绍
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                            <b>1.1.</b>
                        
                        ToutiaoWeb虚拟机使用说明
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                            <b>1.2.</b>
                        
                        Pycharm远程开发
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                            <b>1.3.</b>
                        
                        产品与开发
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                            <b>2.</b>
                        
                        数据库
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                            <b>2.1.</b>
                        
                        数据库设计
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                            <b>2.2.</b>
                        
                        理解ORM
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                            <b>2.3.</b>
                        
                        SQLAlchemy映射构建
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                            <b>2.4.</b>
                        
                        SQLAlchemy操作
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                            <b>2.5.</b>
                        
                        数据库理论
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                            <b>2.6.</b>
                        
                        分布式ID
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                            <b>2.7.</b>
                        
                        数据库优化
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                            <b>2.8.</b>
                        
                        Redis
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                            <b>3.</b>
                        
                        Git工作流
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                            <b>3.1.</b>
                        
                        Gitflow
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                            <b>3.2.</b>
                        
                        Git总结
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                            <b>3.3.</b>
                        
                        工程目录
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                            <b>3.4.</b>
                        
                        调试方法
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                            <b>4.</b>
                        
                        JWT
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                            <b>4.1.</b>
                        
                        JWT &amp; JWS &amp; JWE
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                            <b>4.2.</b>
                        
                        PythonLib
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                            <b>4.3.</b>
                        
                        实施方案
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                            <b>4.4.</b>
                        
                        禁用问题
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                            <b>5.</b>
                        
                        对象存储
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                            <b>5.1.</b>
                        
                        七牛云存储
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                            <b>5.2.</b>
                        
                        CDN
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                            <b>6.</b>
                        
                        缓存
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                            <b>6.1.</b>
                        
                        缓存的架构
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                            <b>6.2.</b>
                        
                        缓存的数据
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        <li class="chapter " data-level="6.3" data-path="C06-Cache/CacheTTLAndEviction.html">
            
                
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                            <b>6.3.</b>
                        
                        缓存的有效期与淘汰策略
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        <li class="chapter " data-level="6.4" data-path="C06-Cache/CachePatterns.html">
            
                
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                            <b>6.4.</b>
                        
                        缓存模式
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                            <b>6.5.</b>
                        
                        缓存问题
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        <li class="chapter " data-level="6.6" data-path="C06-Cache/ProjectCacheAndStorageDesign.html">
            
                
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                            <b>6.6.</b>
                        
                        项目缓存与Redis持久存储设计
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        <li class="chapter " data-level="6.7" data-path="C06-Cache/ProjectCacheImplement.html">
            
                
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                            <b>6.7.</b>
                        
                        项目缓存实现
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                            <b>6.8.</b>
                        
                        项目Redis持久存储实现
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                            <b>7.</b>
                        
                        APScheduler
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        <li class="chapter " data-level="7.1" data-path="C07-APScheduler/APSchedulerTutorial.html">
            
                
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                            <b>7.1.</b>
                        
                        APScheduler使用
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        <li class="chapter " data-level="7.2" data-path="C07-APScheduler/FixStatistics.html">
            
                
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                            <b>7.2.</b>
                        
                        定时修正统计数据
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        <li class="chapter " data-level="8" data-path="C08-RPC/index.html">
            
                
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                            <b>8.</b>
                        
                        RPC
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        <li class="chapter " data-level="8.1" data-path="C08-RPC/AboutRPC.html">
            
                
                    <a href="../C08-RPC/AboutRPC.html">
                
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                            <b>8.1.</b>
                        
                        RPC简介
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        <li class="chapter " data-level="8.2" data-path="C08-RPC/gRPC.html">
            
                
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                            <b>8.2.</b>
                        
                        gRPC
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        <li class="chapter " data-level="8.3" data-path="C08-RPC/ProtocolBuffers.html">
            
                
                    <a href="../C08-RPC/ProtocolBuffers.html">
                
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                            <b>8.3.</b>
                        
                        Protocol Buffers
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        <li class="chapter " data-level="8.4" data-path="C08-RPC/RecoSysIDL.html">
            
                
                    <a href="../C08-RPC/RecoSysIDL.html">
                
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                            <b>8.4.</b>
                        
                        推荐系统接口定义
                    </a>
            
            
        </li>
    
        <li class="chapter " data-level="8.5" data-path="C08-RPC/Server.html">
            
                
                    <a href="../C08-RPC/Server.html">
                
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                            <b>8.5.</b>
                        
                        服务端
                    </a>
            
            
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        <li class="chapter " data-level="8.6" data-path="C08-RPC/Client.html">
            
                
                    <a href="../C08-RPC/Client.html">
                
                        <i class="fa fa-check"></i>
                        
                            <b>8.6.</b>
                        
                        客户端
                    </a>
            
            
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        <li class="chapter " data-level="8.7" data-path="C08-RPC/ToutiaoAPIViewImplement.html">
            
                
                    <a href="../C08-RPC/ToutiaoAPIViewImplement.html">
                
                        <i class="fa fa-check"></i>
                        
                            <b>8.7.</b>
                        
                        头条首页新闻推荐接口编写
                    </a>
            
            
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            </ul>
            
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        <li class="chapter " data-level="9" data-path="C09-IM/index.html">
            
                
                    <a href="../C09-IM/index.html">
                
                        <i class="fa fa-check"></i>
                        
                            <b>9.</b>
                        
                        即时通信
                    </a>
            
            
            <ul class="articles">
                
    
        <li class="chapter " data-level="9.1" data-path="C09-IM/AboutIM.html">
            
                
                    <a href="../C09-IM/AboutIM.html">
                
                        <i class="fa fa-check"></i>
                        
                            <b>9.1.</b>
                        
                        即时通信简介
                    </a>
            
            
        </li>
    
        <li class="chapter " data-level="9.2" data-path="C09-IM/WebSocket.html">
            
                
                    <a href="../C09-IM/WebSocket.html">
                
                        <i class="fa fa-check"></i>
                        
                            <b>9.2.</b>
                        
                        WebSocket
                    </a>
            
            
        </li>
    
        <li class="chapter " data-level="9.3" data-path="C09-IM/SocketIO.html">
            
                
                    <a href="../C09-IM/SocketIO.html">
                
                        <i class="fa fa-check"></i>
                        
                            <b>9.3.</b>
                        
                        Socket.IO
                    </a>
            
            
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        <li class="chapter " data-level="9.4" data-path="C09-IM/Chat.html">
            
                
                    <a href="../C09-IM/Chat.html">
                
                        <i class="fa fa-check"></i>
                        
                            <b>9.4.</b>
                        
                        头条聊天服务实现
                    </a>
            
            
        </li>
    
        <li class="chapter " data-level="9.5" data-path="C09-IM/MessagePush.html">
            
                
                    <a href="../C09-IM/MessagePush.html">
                
                        <i class="fa fa-check"></i>
                        
                            <b>9.5.</b>
                        
                        头条在线消息推送实现
                    </a>
            
            
        </li>
    

            </ul>
            
        </li>
    
        <li class="chapter " data-level="10" data-path="C10-Elasticsearch/index.html">
            
                
                    <a href="../C10-Elasticsearch/index.html">
                
                        <i class="fa fa-check"></i>
                        
                            <b>10.</b>
                        
                        Elasticsearch
                    </a>
            
            
            <ul class="articles">
                
    
        <li class="chapter " data-level="10.1" data-path="C10-Elasticsearch/Introduction.html">
            
                
                    <a href="../C10-Elasticsearch/Introduction.html">
                
                        <i class="fa fa-check"></i>
                        
                            <b>10.1.</b>
                        
                        简介与原理
                    </a>
            
            
        </li>
    
        <li class="chapter " data-level="10.2" data-path="C10-Elasticsearch/ConceptAndCluster.html">
            
                
                    <a href="../C10-Elasticsearch/ConceptAndCluster.html">
                
                        <i class="fa fa-check"></i>
                        
                            <b>10.2.</b>
                        
                        概念与集群
                    </a>
            
            
        </li>
    
        <li class="chapter " data-level="10.3" data-path="C10-Elasticsearch/AnalysisIK.html">
            
                
                    <a href="../C10-Elasticsearch/AnalysisIK.html">
                
                        <i class="fa fa-check"></i>
                        
                            <b>10.3.</b>
                        
                        IK中文分析器
                    </a>
            
            
        </li>
    
        <li class="chapter " data-level="10.4" data-path="C10-Elasticsearch/IndexAndType.html">
            
                
                    <a href="../C10-Elasticsearch/IndexAndType.html">
                
                        <i class="fa fa-check"></i>
                        
                            <b>10.4.</b>
                        
                        索引与类型
                    </a>
            
            
        </li>
    
        <li class="chapter " data-level="10.5" data-path="C10-Elasticsearch/Document.html">
            
                
                    <a href="../C10-Elasticsearch/Document.html">
                
                        <i class="fa fa-check"></i>
                        
                            <b>10.5.</b>
                        
                        文档
                    </a>
            
            
        </li>
    
        <li class="chapter " data-level="10.6" data-path="C10-Elasticsearch/Logstash.html">
            
                
                    <a href="../C10-Elasticsearch/Logstash.html">
                
                        <i class="fa fa-check"></i>
                        
                            <b>10.6.</b>
                        
                        Logstash导入数据
                    </a>
            
            
        </li>
    
        <li class="chapter " data-level="10.7" data-path="C10-Elasticsearch/Query.html">
            
                
                    <a href="../C10-Elasticsearch/Query.html">
                
                        <i class="fa fa-check"></i>
                        
                            <b>10.7.</b>
                        
                        查询
                    </a>
            
            
        </li>
    
        <li class="chapter " data-level="10.8" data-path="C10-Elasticsearch/ToutiaoSearchImplement.html">
            
                
                    <a href="../C10-Elasticsearch/ToutiaoSearchImplement.html">
                
                        <i class="fa fa-check"></i>
                        
                            <b>10.8.</b>
                        
                        头条全文检索实现
                    </a>
            
            
        </li>
    
        <li class="chapter " data-level="10.9" data-path="C10-Elasticsearch/Suggest.html">
            
                
                    <a href="../C10-Elasticsearch/Suggest.html">
                
                        <i class="fa fa-check"></i>
                        
                            <b>10.9.</b>
                        
                        suggest查询
                    </a>
            
            
        </li>
    
        <li class="chapter " data-level="10.10" data-path="C10-Elasticsearch/ToutiaoSuggestImplement.html">
            
                
                    <a href="../C10-Elasticsearch/ToutiaoSuggestImplement.html">
                
                        <i class="fa fa-check"></i>
                        
                            <b>10.10.</b>
                        
                        头条suggest查询实现
                    </a>
            
            
        </li>
    

            </ul>
            
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        <li class="chapter " data-level="11" data-path="C11-Unittest.html">
            
                
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                        单元测试
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                        Gunicorn
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                        <h1 id="&#x4EA7;&#x54C1;&#x4E0E;&#x5F00;&#x53D1;">&#x4EA7;&#x54C1;&#x4E0E;&#x5F00;&#x53D1;</h1>
<h2 id="1-&#x4EA7;&#x54C1;&#x4ECB;&#x7ECD;">1 &#x4EA7;&#x54C1;&#x4ECB;&#x7ECD;</h2>
<p>&#x9ED1;&#x9A6C;&#x5934;&#x6761;&#x662F;&#x4E00;&#x6B3E;&#x57FA;&#x4E8E;&#x4E2A;&#x6027;&#x5316;&#x63A8;&#x8350;&#x7684;&#x79D1;&#x6280;&#x8D44;&#x8BAF;&#x7C7B;&#x9605;&#x8BFB;&#x4EA7;&#x54C1;&#xFF0C;&#x7C7B;&#x4F3C;&#x4E8E;&#x4ECA;&#x65E5;&#x5934;&#x6761;&#xFF0C;&#x4EA7;&#x54C1;&#x5206;&#x4E3A;&#x4EE5;&#x4E0B;&#x51E0;&#x4E2A;&#x7EC8;&#x7AEF;&#xFF1A;</p>
<ol>
<li><p>&#x7528;&#x6237;&#x7AEF;</p>
<p>&#x7528;&#x6237;&#x83B7;&#x53D6;&#x4E2A;&#x6027;&#x5316;&#x63A8;&#x8350;&#x8D44;&#x8BAF;&#x7684;&#x7EC8;&#x7AEF;&#xFF0C;&#x6709;&#x9605;&#x8BFB;&#x3001;&#x5173;&#x6CE8;&#x3001;&#x8BC4;&#x8BBA;&#x3001;&#x667A;&#x80FD;&#x5BA2;&#x670D;&#xFF08;&#x804A;&#x5929;&#x673A;&#x5668;&#x4EBA;&#xFF09;&#x7B49;&#x529F;&#x80FD;&#xFF0C;&#x5206;&#x79FB;&#x52A8;Web&#x9875;&#x9762;&#x53CA;iOS&#x548C;&#x5B89;&#x5353;&#x624B;&#x673A;App&#x3002;</p>
</li>
<li><p>&#x81EA;&#x5A92;&#x4F53;&#x7AEF;</p>
<p>&#x81EA;&#x5A92;&#x4F53;&#x7AEF;&#x662F;&#x81EA;&#x5A92;&#x4F53;&#x4F5C;&#x8005;&#x7F16;&#x8F91;&#x3001;&#x53D1;&#x5E03;&#x8D44;&#x8BAF;&#x6587;&#x7AE0;&#x3001;&#x67E5;&#x770B;&#x81EA;&#x5A92;&#x4F53;&#x53F7;&#x8FD0;&#x8425;&#x6570;&#x636E;&#x7684;&#x5E73;&#x53F0;&#x3002;</p>
</li>
<li><p>MIS&#x7BA1;&#x7406;&#x540E;&#x53F0;</p>
<p>MIS&#x7BA1;&#x7406;&#x540E;&#x53F0;&#x662F;&#x9ED1;&#x9A6C;&#x5934;&#x6761;&#x4EA7;&#x54C1;&#x516C;&#x53F8;&#x8FD0;&#x8425;&#x7BA1;&#x7406;&#x7684;&#x540E;&#x53F0;&#xFF0C;&#x53EF;&#x8FDB;&#x884C;&#x7528;&#x6237;&#x7BA1;&#x7406;&#x3001;&#x6587;&#x7AE0;&#x5BA1;&#x6838;&#x53CA;&#x7BA1;&#x7406;&#x3001;&#x8BC4;&#x8BBA;&#x7BA1;&#x7406;&#x7B49;&#x3002;</p>
</li>
</ol>
<h2 id="2-&#x539F;&#x578B;&#x56FE;&#x4E0E;ui&#x56FE;">2 &#x539F;&#x578B;&#x56FE;&#x4E0E;UI&#x56FE;</h2>
<ul>
<li><p>&#x4EA7;&#x54C1;&#x539F;&#x578B;&#x56FE;</p>
<p>&#x4EA7;&#x54C1;&#x7ECF;&#x7406;&#x5236;&#x4F5C;&#xFF0C;&#x662F;&#x4EA7;&#x54C1;&#x7684;&#x539F;&#x578B;&#x8BBE;&#x8BA1;&#xFF0C;&#x8868;&#x8FBE;&#x4EA7;&#x54C1;&#x7684;&#x529F;&#x80FD;&#x7EC4;&#x6210;</p>
<p>&#x4EA7;&#x54C1;&#x539F;&#x578B;&#x56FE;&#x7684;&#x67E5;&#x770B;&#xFF0C;&#x9700;&#x8981;&#x5B89;&#x88C5;Axure RP&#x7684;Chrome&#x6D4F;&#x89C8;&#x5668;&#x6269;&#x5C55;&#xFF0C;&#x65B9;&#x5F0F;&#x5982;&#x4E0B;&#xFF1A;</p>
<ol>
<li><p>&#x8FDB;&#x5165;Chrome&#x6D4F;&#x89C8;&#x5668;&#x300C;&#x6269;&#x5C55;&#x7A0B;&#x5E8F;&#x300D;&#x9875;&#x9762;</p>
<p><img src="../images/axure&#x6D4F;&#x89C8;&#x5668;&#x5B89;&#x88C5;1.png" alt="&#x7B2C;&#x4E00;&#x6B65;"></p>
</li>
<li><p>&#x6253;&#x5F00;&#x300C;&#x5F00;&#x53D1;&#x8005;&#x6A21;&#x5F0F;&#x300D;</p>
<p><img src="../images/axure&#x6D4F;&#x89C8;&#x5668;&#x5B89;&#x88C5;2.png" alt="&#x7B2C;&#x4E8C;&#x6B65;"></p>
</li>
<li><p>&#x70B9;&#x51FB;&#x300C;&#x52A0;&#x8F7D;&#x5DF2;&#x89E3;&#x538B;&#x7684;&#x6269;&#x5C55;&#x7A0B;&#x5E8F;&#x300D;&#xFF0C;&#x5E76;&#x9009;&#x62E9;&#x300C;Axure_RP_Extension_for_Chrome_0.6.3&#x300D;&#x76EE;&#x5F55;</p>
<p><img src="../images/axure&#x6D4F;&#x89C8;&#x5668;&#x5B89;&#x88C5;3.png" alt="&#x7B2C;&#x4E09;&#x6B65;"></p>
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<p><img src="../images/axure&#x6D4F;&#x89C8;&#x5668;&#x5B89;&#x88C5;4.png" alt="&#x7B2C;&#x56DB;&#x6B65;"></p>
</li>
<li><p>&#x6253;&#x5F00;&#x300C;&#x5141;&#x8BB8;&#x8BBF;&#x95EE;&#x6587;&#x4EF6;&#x7F51;&#x5740;&#x300D;</p>
<p><img src="../images/axure&#x6D4F;&#x89C8;&#x5668;&#x5B89;&#x88C5;5.png" alt="&#x7B2C;&#x4E94;&#x6B65;"></p>
</li>
</ol>
<p>&#x5B89;&#x88C5;&#x540E;&#xFF0C;&#x6253;&#x5F00;&#x539F;&#x578B;&#x56FE;&#x76EE;&#x5F55;&#x4E2D;&#x7684;&#x300C;index.html&#x300D;&#x6587;&#x4EF6;&#x5373;&#x53EF;&#x3002;</p>
<p>&#x539F;&#x578B;&#x56FE;&#x5305;&#x542B;&#xFF1A;</p>
<ul>
<li>&#x524D;&#x53F0;&#x539F;&#x578B;&#x56FE;<ul>
<li>&#x7528;&#x6237;&#x7AEF;</li>
<li>&#x81EA;&#x5A92;&#x4F53;&#x7AEF;</li>
</ul>
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<li>&#x540E;&#x53F0;&#x539F;&#x578B;&#x56FE;&#xFF08;MIS&#x7BA1;&#x7406;&#x540E;&#x53F0;&#xFF09;</li>
</ul>
</li>
<li><p>UI&#x6548;&#x679C;&#x56FE;</p>
<p>&#x7528;&#x6237;&#x754C;&#x9762;&#x6548;&#x679C;&#x56FE;&#xFF0C;&#x7531;UI&#x4EBA;&#x5458;&#x8BBE;&#x8BA1;&#xFF0C;&#x662F;&#x4EA7;&#x54C1;&#x6700;&#x7EC8;&#x7684;&#x7528;&#x6237;&#x80FD;&#x591F;&#x770B;&#x5230;&#x7684;&#x4EA7;&#x54C1;&#x6837;&#x5F0F;&#x6548;&#x679C;&#x3002;</p>
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<h2 id="3-&#x6280;&#x672F;&#x67B6;&#x6784;">3 &#x6280;&#x672F;&#x67B6;&#x6784;</h2>
<p><strong>&#x9879;&#x76EE;&#x91C7;&#x7528;&#x524D;&#x540E;&#x7AEF;&#x5206;&#x79BB;&#x6A21;&#x5F0F;&#x3002;</strong></p>
<p><img src="../images/&#x9879;&#x76EE;&#x6280;&#x672F;&#x67B6;&#x6784;.png" alt="&#x6280;&#x672F;&#x67B6;&#x6784;"></p>
<h2 id="4-&#x5F00;&#x53D1;">4 &#x5F00;&#x53D1;</h2>
<h4 id="&#x4EBA;&#x5458;&#x56E2;&#x961F;&#xFF08;&#x6700;&#x5C11;&#x89C4;&#x6A21;&#xFF09;&#xFF1A;">&#x4EBA;&#x5458;&#x56E2;&#x961F;&#xFF08;&#x6700;&#x5C11;&#x89C4;&#x6A21;&#xFF09;&#xFF1A;</h4>
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<li><p>&#x4EA7;&#x54C1;&#x7ECF;&#x7406;  1&#x4EBA;</p>
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<li><p>UI  1&#x4EBA;</p>
</li>
<li><p>&#x524D;&#x7AEF;  2~3 &#x4EBA;</p>
<ul>
<li>Flutter &#x5F00;&#x53D1;APP </li>
<li>Vue &#x5F00;&#x53D1;Web&#x9875;&#x9762;</li>
</ul>
</li>
<li><p>Web&#x540E;&#x7AEF;   2~3&#x4EBA;</p>
</li>
<li><p>&#x63A8;&#x8350;&#x7CFB;&#x7EDF;  2~3 &#x4EBA;</p>
</li>
<li><p>Chatbot 1~2 &#x4EBA;</p>
</li>
<li><p>&#x6D4B;&#x8BD5; 1~2 &#x4EBA;</p>
</li>
</ul>
<h4 id="&#x5F00;&#x53D1;&#x5E73;&#x53F0;">&#x5F00;&#x53D1;&#x5E73;&#x53F0;</h4>
<ul>
<li><p>Gitlab</p>
<p>&#x8BF7;&#x5230;<a href="http://git.meiduo.site" target="_blank">http://git.meiduo.site</a>&#x6CE8;&#x518C;&#x5E10;&#x53F7;</p>
<p>&#x4E3A;&#x65B9;&#x4FBF;&#x5C06;&#x5927;&#x5BB6;&#x62C9;&#x5165;&#x5230;&#x9879;&#x76EE;&#x56E2;&#x961F;&#x4E2D;&#xFF0C;&#x6CE8;&#x518C;&#x5E10;&#x53F7;&#x7684;&#x8981;&#x6C42;</p>
<p><img src="../images/gitlab&#x6CE8;&#x518C;&#x8981;&#x6C42;.png" alt="gitlab&#x6CE8;&#x518C;"></p>
<p><strong>&#x6CE8;&#x610F;&#xFF1A;&#x6B64;gitlab&#x4E0D;&#x8981;&#x653E;&#x79C1;&#x4EBA;&#x9879;&#x76EE;&#xFF0C;&#x4F1A;&#x5B9A;&#x671F;&#x6E05;&#x7406;&#x6570;&#x636E;&#x3002;</strong></p>
</li>
<li><p>&#x4F7F;&#x7528;Windows&#x7684;&#x540C;&#x5B66;&#x9700;&#x8981;&#x5728;windows&#x4E2D;&#x5B89;&#x88C5;git</p>
</li>
<li><p>YApi &#x63A5;&#x53E3;&#x7BA1;&#x7406;</p>
<p><a href="http://mock.meiduo.site" target="_blank">http://mock.meiduo.site</a></p>
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